/bootstrap

Examples of how to perform statistical inference using the bootstrap method

Primary LanguageJupyter Notebook

Bootstrap and Python for statistical inference

This repository contains a few examples of how to perform statistical inference with the bootstrap method. I have largely taken inspiration from the article by Rousselet, Pernet and Wilcox, "A practical introduction to the bootstrap: a versatile method to make inferences by using data-driven simulations" (Rousselet et al., PsyArXiv:h8ft7 preprint). With the paper, they provide examples and code in R. Here, I use Python to run the bootstrap simulations and generate similar plots.

License

Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

License: CC BY-NC-SA 4.0